A probability model describes what an action may do. An action catalogue describes whether that action is available. A useful abstraction may need to preserve both. Keeping a correct next-state marginal while losing the report correlation can destroy a filter. Keeping the correct filter while losing a permission distinction can admit an action that the underlying model forbids.
Machine-Native ReasoningReading edition
10. A common contract for stochastic and legal operations
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